Remote Code Execution Vulnerability in vLLM Multi-Node Cluster Configuration
High8.0CVE-2025-30165 · Published May 6, 2025 · updated Aug 7, 2026
### Affected Environments Note that this issue only affects the V0 engine, which has been off by default since v0.8.0. Further, the issue only applies to a deployment using tensor parallelism across multiple hosts, which we do not expect to be a common deployment pattern. Since V0 is has been off by default since v0.8.0 and the fix is fairly invasive, we have decided not to fix this issue. Instead we recommend that users ensure their environment is on a secure network in case this pattern is in use. The V1 engine is not affected by this issue. ### Impact In a multi-node vLLM deployment using the V0 engine, vLLM uses ZeroMQ for some multi-node communication purposes. The secondary vLLM hosts open a `SUB` ZeroMQ socket and connect to an `XPUB` socket on the primary vLLM host. https://github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/device_communicators/shm_broadcast.py#L295-L301 When data is received on this `SUB` socket, it is deserialized with `pickle`. This is unsafe, as it can be abused to execute code on a remote machine. https://github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/device_c...
Affected versions
| Package | Affected | Fixed in |
|---|---|---|
| vllm PyPI | >= 0.5.2, < 0.10.0 | 0.10.0 |
Details and references
### Affected Environments Note that this issue only affects the V0 engine, which has been off by default since v0.8.0. Further, the issue only applies to a deployment using tensor parallelism across multiple hosts, which we do not expect to be a common deployment pattern. Since V0 is has been off by default since v0.8.0 and the fix is fairly invasive, we have decided not to fix this issue. Instead we recommend that users ensure their environment is on a secure network in case this pattern is in use. The V1 engine is not affected by this issue. ### Impact In a multi-node vLLM deployment using the V0 engine, vLLM uses ZeroMQ for some multi-node communication purposes. The secondary vLLM hosts open a `SUB` ZeroMQ socket and connect to an `XPUB` socket on the primary vLLM host. https://github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/device_communicators/shm_broadcast.py#L295-L301 When data is received on this `SUB` socket, it is deserialized with `pickle`. This is unsafe, as it can be abused to execute code on a remote machine. https://github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/device_communicators/shm_broadcast.py#L468-L470 Since the vulnerability exists in a client that connects to the primary vLLM host, this vulnerability serves as an escalation point. If the primary vLLM host is compromised, this vulnerability could be used to compromise the rest of the hosts in the vLLM deployment. Attackers could also use other means to exploit the vulnerability without requiring access to the primary vLLM host. One example would be the use of ARP cache poisoning to redirect traffic to a malicious endpoint used to deliver a payload with arbitrary code to execute on the target machine.
- CVSS 3.1
- CVSS:3.1/AV:A/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
- Severity from
- GitHub (reviewed advisory)
- Weakness
- CWE-502
- Also known as
- CVE-2025-30165, PYSEC-2026-2017
- github.com/vllm-project/vllm/security/advisories/GHSA-9pcc-gvx5-r5wm
- nvd.nist.gov/vuln/detail/CVE-2025-30165
- github.com/advisories/GHSA-9pcc-gvx5-r5wm
- github.com/pypa/advisory-database/tree/main/vulns/vllm/PYSEC-2026-2017.yaml
- github.com/vllm-project/vllm
- github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/device_communicators/shm_broadcast.py#L295-L301
- github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/device_communicators/shm_broadcast.py#L468-L470
- pypi.org/project/vllm
More vLLM advisories
All vLLM| Date | Advisory | Severity | Fixed in |
|---|---|---|---|
| May 202025 | vLLM Allows Remote Code Execution via PyNcclPipe Communication Service | Critical9.8 | 0.8.5 |
| Apr 292025 | vLLM: Quadratic Time Complexity in Input Token Processing leads to denial of service | Medium6.5 | 0.8.5 |
| Apr 292025 | vLLM Vulnerable to Remote Code Execution via Mooncake Integration | Critical10.0 | 0.8.5 |
| Apr 292025 | Data exposure via ZeroMQ on multi-node vLLM deployment | High7.5 | 0.8.5 |
| Apr 232025 | vLLM: code execution | Critical9.8 | 0.8.0 |
| Apr 152025 | vLLM vulnerable to Denial of Service by abusing xgrammar cache | Medium6.5 | 0.8.4 |